LabCompass

Da Yan

Computer Science · Indiana University

OpenAlex ORCID
Graph Theory and AlgorithmsData Management and AlgorithmsAdvanced Graph Neural NetworksData Mining Algorithms and ApplicationsCloud Computing and Resource Management

Publications

194

Citations

2,687

Est. group size

—

Recurring co-author estimate

Active years

18

Publishing since 2009

Research summary
AI-generated

Da Yan works in computer science on systems and algorithms for analyzing very large graphs and spatial data, often using GPUs and other high-performance hardware to make these computations faster and scalable. Recent work also applies machine learning and large AI models to areas such as Earth/satellite imagery analysis, flood mapping, and biomedical single-cell data. The research spans building software frameworks, designing efficient algorithms, and using AI for data-intensive scientific problems.

Large-scale graph analytics systemsSpatial data processing and joinsGPU and hardware-accelerated computingMachine learning for Earth imagery and geoscienceAI for biomedical data analysis

Publication activity has been steady overall across the last decade, averaging around 15 papers per year over the last five years, with some year-to-year fluctuation (a peak around 2021).

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 15.0/year recently
2017: 15 publications172018: 5 publications182019: 14 publications192020: 17 publications202021: 28 publications28212022: 21 publications222023: 11 publications232024: 21 publications242025: 15 publications252026: 7 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×16
  • SpringerBriefs in computer science×8
  • IEEE/ACM Transactions on Computational Biology and Bioinformatics×6
  • 2021 IEEE International Conference on Big Data (Big Data)×5
  • Proceedings of the VLDB Endowment×4

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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